enraged - Story 43797 | Emotion Vectors in Gemma4-31B

The letter, official-looking and sterile, had arrived that morning. A formal notification, belatedly informing him of the “unfortunate incident” that had occurred within the walls of his house. The official tone served to pour salt on the wound.

He found himself standing in the master bedroom, the place where he had intended to build a life. The air hung thick with a suffocating silence. He ran his hand across the crisp, clean sheets and felt a fresh wave of revulsion.

He flung the covers across the room, the anger bubbling up and threatening to overwhelm him.

Emotion: enraged

Cluster: Anger / Hostility

PC1 (Valence): -2.14 Negative

PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:

`C`	0.555
`est`	0.370
`aggravated`	0.362
`骂`	0.359
`🤬`	0.345

Suppressed:

`a`	-0.468
`de`	-0.358
`la`	-0.312
`latter`	-0.287
`☺️`	-0.285